def word_count(sentence):
    words = sentence.lower().split()
    count_dict = {}
    for word in words:
        if word in count_dict:
            count_dict[word] += 1
        else:
            count_dict[word] = 1
    return count_dict

print(word_count("Apple banana apple orange Banana apple"))